A comparative analysis of deep learning and hybrid models to diagnose multi-class skin cancer

A comparative analysis of deep learning and hybrid models to diagnose multi-class skin cancer

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2023.

ग्रंथसूची विवरण
मुख्य लेखकों:	Nawrin, Ishrat Nur, Trina, Tonusree Talukder
अन्य लेखक:	Rasel, Annajiat Alim
स्वरूप:	थीसिस
भाषा:	English
प्रकाशित:	Brac University 2023
विषय:	Hybrid models Lethal Skin cancer Deep learning Cognitive learning theory Cancer > Diagnosis Machine learning
ऑनलाइन पहुंच:	http://hdl.handle.net/10361/22000

समान संसाधन

Potential of nanoparticles as a topical drug delivery system for skin cancer: a review
द्वारा: Islam, Karima
प्रकाशित: (2022)

An enhanced CNN model for classifying skin cancer
द्वारा: Haider, Kazi MD Minhajul, और अन्य
प्रकाशित: (2022)

Comparative analysis and machine learning predictions of cervical cancer incidence: a multi-national study
द्वारा: Faisal, Shah
प्रकाशित: (2024)

An efficient deep learning approach to detect skin Cancer
द्वारा: Islam, Ashfaqul, और अन्य
प्रकाशित: (2022)

Potential phytochemicals and dietary components for the prevention and treatment of skin cancer: A review
द्वारा: Muntaha, Habibatul
प्रकाशित: (2023)

Hypothesizing precise cancer treatments based on patient survival using machine learning & deep learning
द्वारा: Sakib, Hasibul, और अन्य
प्रकाशित: (2024)

Detection of skin cancer using Convolutional neural network
द्वारा: Ahsan, Abu Sa-adat Mohamed Moon-Im Al, और अन्य
प्रकाशित: (2020)

Early detection of breast cancer using machine learning
द्वारा: Fuad, Wasi Mohammad
प्रकाशित: (2019)

Machine learning as an indicator for breast cancer prediction
द्वारा: Shadman, Tahsin Mohammed, और अन्य
प्रकाशित: (2019)

Lung cancer detection and classification using machine learning
द्वारा: Arefin, Mahbubul, और अन्य
प्रकाशित: (2023)

Skin cancer classification for seven types of skin lesions
द्वारा: Rahman, Md. Tawsifur, और अन्य
प्रकाशित: (2024)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
द्वारा: Athina, Fahima Hasan, और अन्य
प्रकाशित: (2022)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
द्वारा: Sakir, Adnan, और अन्य
प्रकाशित: (2023)

Enhancing Monkeypox diagnosis: a machine learning approach for skin lession classification
द्वारा: Nazmee, Namirah, और अन्य
प्रकाशित: (2024)

Explainable AI (XAI) driven skin cancer detection using transformer and CNN based architecture
द्वारा: Radiah, Faiza, और अन्य
प्रकाशित: (2024)

Exploring the use of Ingenol Mebutate to prevent non-melanoma skin cancer: A review
द्वारा: Haque, Fariha
प्रकाशित: (2023)

Application of deep convolutional neural network in multiclass skin cancer classification using custom CNN architecture
द्वारा: Shafique, Nadia, और अन्य
प्रकाशित: (2023)

Cancer classification using deep learning from medical image data
द्वारा: Monir, Raiyan Janik, और अन्य
प्रकाशित: (2022)

Point-of care diagnostic devices in cancer detection
द्वारा: Yasmin, Rizwana
प्रकाशित: (2022)

Diagnosis of cervical cancer using effective hybrid model in Bangladesh
द्वारा: Saad-Ul-Kabir, Syed, और अन्य
प्रकाशित: (2021)

Manual of skin surgery : a practical guide to dermatologic procedures /
द्वारा: Leffell, David J.
प्रकाशित: (1997)

Breast cancer prediction using different machine learning models
द्वारा: Khandker Al- Muhaimin, और अन्य
प्रकाशित: (2020)

Shield key: a deep learning process for the generation of public & private keys using hybrid architecture in blockchain
द्वारा: Joy, Tanvir Ahmed, और अन्य
प्रकाशित: (2021)

Computer vision based skin disease detection using machine learning
द्वारा: Jayeb, Ahmad Wasiq, और अन्य
प्रकाशित: (2023)

Detection of acute Lymphocytic Leukemia (ALL) and its type by image processing and machine learning
द्वारा: Chowdhury, Himadri, और अन्य
प्रकाशित: (2019)

A review on combinatorial therapies in Melanoma
द्वारा: Ahmmed, Md. Kawsar
प्रकाशित: (2024)

Prostate cancer detection using deep learning neural network with transfer learning approach
द्वारा: Badhon, Ariful Islam Mahmud, और अन्य
प्रकाशित: (2022)

Skin disease detection and classification using deep learning
द्वारा: Shuvon, Mehedi Hasan, और अन्य
प्रकाशित: (2022)

Recent advancement on breast cancer detection and treatment
द्वारा: Rahman, Sanjida
प्रकाशित: (2023)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
द्वारा: Ifty, Md. Hasin Sarwar, और अन्य
प्रकाशित: (2024)

Comparing effectiveness and safety of combination therapy for esophageal and gastro esophageal junction cancer: a comprehensive meta-analysis
द्वारा: Abir, Shifaty Nur
प्रकाशित: (2024)

A decentralized learning-based approach to classify colorectal cancer using Deep Learning Leveraging XAI
द्वारा: Mubin, Kazi Ehsanul, और अन्य
प्रकाशित: (2022)

Statistics and informatics in molecular cancer research

Bang-lish sentiment classification using deep learning
द्वारा: Saleheen, Abrar, और अन्य
प्रकाशित: (2023)

Detection of skin diseases using deep learning
द्वारा: Shodoy, Masuk Ur Rahman
प्रकाशित: (2024)

Deep learning based early Glaucoma detection
द्वारा: Islam, Aabrar, और अन्य
प्रकाशित: (2024)

A comparative study of lung cancer prediction using deep learning
द्वारा: Mugdho, Aka Mohammad, और अन्य
प्रकाशित: (2023)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
द्वारा: Datta, Nirjhor, और अन्य
प्रकाशित: (2024)

To control site-specific skin gene expression, autocrine mimics paracrine canonical Wnt signaling and Is activated ectopically in skin disease
द्वारा: Kim, Dongwon, और अन्य
प्रकाशित: (2016)

Early stage detection and classification of colon cancer using deep learning and explainable AI on histopathological images
द्वारा: Hossain, Mainul, और अन्य
प्रकाशित: (2022)